ANN- and PSO-based synthesis of on-chip spiral inductors for RF ICs

IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems

Volumn 27, Issue 1, 2008, Pages 188-192

  Mandal, Sushanta K ^a   Sural, Shamik ^a   Patra, Amit ^a  

^a INDIAN INSTITUTE OF TECHNOLOGY   (India)

Author keywords

Artificial neural networks (ANNs); Layout synthesis; On chip inductor; Particle swarm optimization (PSO)

Indexed keywords

COMPUTER SIMULATION; INDUCTANCE; NEURAL NETWORKS; OPTIMIZATION; PARAMETER ESTIMATION;

LAYOUT SYNTHESIS; METAL TRACES; ON CHIP INDUCTOR; PARTICLE SWARM OPTIMIZATION (PSO);

ELECTRIC INDUCTORS;

EID: 37249037028     PISSN: 02780070     EISSN: None     Source Type: Journal    
DOI: 10.1109/TCAD.2007.907284     Document Type: Article

References (17)

1. Q. J. Zhang, K. C. Gupta, and V. K. Devabhaktuni. "Artificial neural networks for RF and microwave design-From theory to practice," IEEE Trans. Microw. Theory Tech., vol. 51, no. 4, pp. 1339-1350, Apr. 2003.
2. P. Burrascano and M. Mongiardo, "A review of artificial neural networks applications in microwave CAD," Int. J. RF Microw. Comput.-Aided Eng., vol. 9, no. 3, pp. 158-174, May 1999.
3. A. M. Niknejad and R. G. Meyer, "Analysis, design, and optimization of spiral inductors and transformers for Si RFIC's," IEEE J. Solid-State Circuits, vol. 33, no. 10, pp. 1470-1481, Oct. 1998.
4. S. S. Mohan, M. M. Hershenson, S. P. Boyd, and T. H. Lee, "Simple accurate expressions for planar spiral inductances." IEEE J. Solid-State Circuits, vol. 34. no. 10, pp. 1419-1424, Oct. 1999.
5. Y. Zhan and S. Sapatneker, "Optimization of integrated spiral inductors using sequential quadratic programming," in Proc. Des., Autom. Test Eur. Conf. Exhib., Feb. 2004, vol. 1, pp. 622-627.
6. C. P. Yue and S. S. Wong. "Physical modeling of spiral inductors on silicon." IEEE Trans. Electron Devices, vol. 47, no. 3. pp. 560-568, Mar. 2000.
7. J. E. Post, "Optimizing the design of spiral inductors on silicon." IEEE Trans. Circuits Syst. II, Analog Digit. Signal Process., vol. 47, no. 1, pp. 15-17, Jan. 2000.
8. N. A. Talwalkar. C. P. Yue, and S. S. Wong, "Analysis and synthesis of on-chip spiral inductors," IEEE Trans. Electron Devices, vol. 52, no. 2, pp. 176-182, Feb. 2005.
9. T. Wang, Y. Wang, and K. Chen, "A global genetic algorithm based optimization technique for spiral inductor on silicon design," in Proc. 5th World Congr. Intell. Control Autom., Hangzhou, China, Jun. 15-19, 2004, vol. 3, pp. 2095-2098.
10. J. Ababneh, M. Khodier, and N. Dib. "Synthesis of interdigital capacitors based on particle swarm optimization and artificial neural network," Int. J. RF Microw. Comput.-Aided Eng., vol. 16, no. 4, pp. 322-330, Jul. 2006.
11. Y. Rahmat-Samii, "Genetic algorithm (GA) and particle swarm optimization (PSO) in engineering electromagnetics," in Proc. ICECom, Dubrovnik, Croatia. Oct. 1-3, 2003, pp. 1-5.
12. R. C. Eberhart and Y. Shi, "Particle swarm optimization: Developments. applications and resources," in Proc. Congr. Evol. Comput., 2001. vol. 1, pp. 81-86.
13. S. K. Mandal. S. Sural, and A. Patra, "Broadband scalable model for Si-RF on-chip spiral inductors with substrate eddy current effect." Int. J. RF Microw. Comput.-Aided Eng., vol. 17, no. 6, pp. 560-573, Nov. 2007.
14. IE3D. Fremont. CA: Zeland Software, Inc. [Online]. Available: http://www.zeland.com
15. H. Demuth and M. Beale, Neural Network Toolbox for use with MATLAB. Natick, MA: MathWorks Inc.
16. Y. Shi and R. C. Eberhart, "Parameter selection in particle swarm optimization," in Proc. 7th EP, pp. 591-600.
17. J. Park, K. Choi, and D. J. Allstot, "Parasitic-aware RF circuit design and optimization," IEEE Trans. Circuits Syst. I, Reg. Papers, vol. 51, no. 10, pp. 1953-1966, Oct. 2004.